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Causal inference in the social sciences
GW Imbens - Annual Review of Statistics and Its Application, 2024 - annualreviews.org
Knowledge of causal effects is of great importance to decision makers in a wide variety of
settings. In many cases, however, these causal effects are not known to the decision makers …
settings. In many cases, however, these causal effects are not known to the decision makers …
Causality redux: The evolution of empirical methods in accounting research and the growth of quasi-experiments
This paper reviews the empirical methods used in the accounting literature to draw causal
inferences. Recent years have seen a burgeoning growth in the use of methods that seek to …
inferences. Recent years have seen a burgeoning growth in the use of methods that seek to …
What's trending in difference-in-differences? A synthesis of the recent econometrics literature
This paper synthesizes recent advances in the econometrics of difference-in-differences
(DiD) and provides concrete recommendations for practitioners. We begin by articulating a …
(DiD) and provides concrete recommendations for practitioners. We begin by articulating a …
Climbing the quality ladder of green innovation: does green finance matter?
H Huang, W Mbanyele, F Wang, M Song… - … Forecasting and Social …, 2022 - Elsevier
As the second-largest economy in the world with both high-energy consumption and high‑
carbon emission, China has launched several green finance pilot zones (GFPZ) targeting …
carbon emission, China has launched several green finance pilot zones (GFPZ) targeting …
Unleashing the impact of ecological civilization pilot policies on green technology innovation: Evidence from a novel SC-DID model
Green technology innovation (GTI) is the main force behind green development and is
crucial to develo** countries' economic growth. Strengthening green technology …
crucial to develo** countries' economic growth. Strengthening green technology …
Causal inference about the effects of interventions from observational studies in medical journals
IJ Dahabreh, K Bibbins-Domingo - Jama, 2024 - jamanetwork.com
Importance Many medical journals, includingJAMA, restrict the use of causal language to the
reporting of randomized clinical trials. Although well-conducted randomized clinical trials …
reporting of randomized clinical trials. Although well-conducted randomized clinical trials …
Transportation infrastructure upgrading and green development efficiency: Empirical analysis with double machine learning method
In order to deal with the environmental problems such as pollution emissions and climate
change, sustainable development in the field of transportation has gradually become a hot …
change, sustainable development in the field of transportation has gradually become a hot …
Do pilot zones for green finance reform and innovation promote energy savings? Evidence from China
The establishment of pilot zones for green finance reform and innovation (PZGFRI) is an
important green financial policy in China and a crucial means to achieve the objective of …
important green financial policy in China and a crucial means to achieve the objective of …
Using synthetic controls: Feasibility, data requirements, and methodological aspects
A Abadie - Journal of economic literature, 2021 - aeaweb.org
Probably because of their interpretability and transparent nature, synthetic controls have
become widely applied in empirical research in economics and the social sciences. This …
become widely applied in empirical research in economics and the social sciences. This …
Impact of smart city pilot on energy and environmental performance: China-based empirical evidence
Q Guo, D Zeng, CC Lee - Sustainable Cities and Society, 2023 - Elsevier
Attaining a win-win scenario among economic growth, energy conservation, and emission
reduction is an essential requirement for the transformation towards smart cities. This …
reduction is an essential requirement for the transformation towards smart cities. This …